This environment implements a simple, single species logistic growth-based fishery.
Observation Space The agent observes the fish population at that time step.
Model Dynamics Dynamics follow a logistic growth model.
Action Space The agent selects a quantity of fish to harvest with respect to K with a continuous interval.
Reward Function The agent is rewarded by the amount of fish harvested at a time step.
This environment implements a single species logistic growth-based fishery with a tipping point.
Observation Space The agent observes the fish population at that time step.
Model Dynamics Dynamics follow a logistic growth model but below a population of 0.5K the population becomes much more likely to crash.
Action Space The agent selects a quantity of fish to harvest with respect to K with a continuous interval.
Reward Function The agent is rewarded by the amount of fish harvested at a time step.